force_posiDiag: Force diagonal elements of a triangular matrix to be positive

In MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component

Force diagonal elements of a triangular matrix to be positive

Description

This function ensures that the triangular matrix in a QR (or other) decomposition has positive values along its diagonal.

Usage

force_posiDiag(x)

Arguments

x	A matrix, which must be either upper-triangular or lower-triangular.

Value

An upper or lower triangular matrix with positive diagonal entries such that the matrix is still a valid decomposition of the matrix the input x is a decomposition of.

Author(s)

Keefe Murphy - <[e-mail]>

Examples

data(ais)
res <- MoE_clust(ais[,3:7], G=3, modelNames="EEE")
sig <- res$parameters$variance
a   <- force_posiDiag(sig$cholSigma)
b   <- chol(sig$Sigma)
all.equal(a, b)                    #TRUE
all.equal(crossprod(a), sig$Sigma) #TRUE
all.equal(crossprod(b), sig$Sigma) #TRUE

MoEClust documentation built on Dec. 28, 2022, 2:24 a.m.